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A high-throughput imaging and nuclear segmentation analysis protocol for cleared 3D culture models

Imaging and subsequent segmentation analysis in three-dimensional (3D) culture models are complicated by the light scattering that occurs when collecting fluorescent signal through multiple cell and extracellular matrix layers. For 3D cell culture models to be usable for drug discovery, effective an...

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Autores principales: Boutin, Molly E., Voss, Ty C., Titus, Steven A., Cruz-Gutierrez, Kennie, Michael, Sam, Ferrer, Marc
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6057966/
https://www.ncbi.nlm.nih.gov/pubmed/30042482
http://dx.doi.org/10.1038/s41598-018-29169-0
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author Boutin, Molly E.
Voss, Ty C.
Titus, Steven A.
Cruz-Gutierrez, Kennie
Michael, Sam
Ferrer, Marc
author_facet Boutin, Molly E.
Voss, Ty C.
Titus, Steven A.
Cruz-Gutierrez, Kennie
Michael, Sam
Ferrer, Marc
author_sort Boutin, Molly E.
collection PubMed
description Imaging and subsequent segmentation analysis in three-dimensional (3D) culture models are complicated by the light scattering that occurs when collecting fluorescent signal through multiple cell and extracellular matrix layers. For 3D cell culture models to be usable for drug discovery, effective and efficient imaging and analysis protocols need to be developed that enable high-throughput data acquisition and quantitative analysis of fluorescent signal. Here we report the first high-throughput protocol for optical clearing of spheroids, fluorescent high-content confocal imaging, 3D nuclear segmentation, and post-segmentation analysis. We demonstrate nuclear segmentation in multiple cell types, with accurate identification of fluorescently-labeled subpopulations, and develop a metric to assess the ability of clearing to improve nuclear segmentation deep within the tissue. Ultimately this analysis pipeline allows for previously unattainable segmentation throughput of 3D culture models due to increased sample clarity and optimized batch-processing analysis.
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spelling pubmed-60579662018-07-31 A high-throughput imaging and nuclear segmentation analysis protocol for cleared 3D culture models Boutin, Molly E. Voss, Ty C. Titus, Steven A. Cruz-Gutierrez, Kennie Michael, Sam Ferrer, Marc Sci Rep Article Imaging and subsequent segmentation analysis in three-dimensional (3D) culture models are complicated by the light scattering that occurs when collecting fluorescent signal through multiple cell and extracellular matrix layers. For 3D cell culture models to be usable for drug discovery, effective and efficient imaging and analysis protocols need to be developed that enable high-throughput data acquisition and quantitative analysis of fluorescent signal. Here we report the first high-throughput protocol for optical clearing of spheroids, fluorescent high-content confocal imaging, 3D nuclear segmentation, and post-segmentation analysis. We demonstrate nuclear segmentation in multiple cell types, with accurate identification of fluorescently-labeled subpopulations, and develop a metric to assess the ability of clearing to improve nuclear segmentation deep within the tissue. Ultimately this analysis pipeline allows for previously unattainable segmentation throughput of 3D culture models due to increased sample clarity and optimized batch-processing analysis. Nature Publishing Group UK 2018-07-24 /pmc/articles/PMC6057966/ /pubmed/30042482 http://dx.doi.org/10.1038/s41598-018-29169-0 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Boutin, Molly E.
Voss, Ty C.
Titus, Steven A.
Cruz-Gutierrez, Kennie
Michael, Sam
Ferrer, Marc
A high-throughput imaging and nuclear segmentation analysis protocol for cleared 3D culture models
title A high-throughput imaging and nuclear segmentation analysis protocol for cleared 3D culture models
title_full A high-throughput imaging and nuclear segmentation analysis protocol for cleared 3D culture models
title_fullStr A high-throughput imaging and nuclear segmentation analysis protocol for cleared 3D culture models
title_full_unstemmed A high-throughput imaging and nuclear segmentation analysis protocol for cleared 3D culture models
title_short A high-throughput imaging and nuclear segmentation analysis protocol for cleared 3D culture models
title_sort high-throughput imaging and nuclear segmentation analysis protocol for cleared 3d culture models
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6057966/
https://www.ncbi.nlm.nih.gov/pubmed/30042482
http://dx.doi.org/10.1038/s41598-018-29169-0
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